Pearlmutter, Barak A. and Gurvits, L. (1995) Relating egomotion and image evolution. Technical Report. Report Number SCR-95-TR-536.
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Abstract
By considering the dynamics of the apparent motion of a stationary object relative to a
moving observer, we construct a partial differential equation that relates the changes
in an image to the motion of the observer. These come in two varieties: a first order
system that describes the coevolution of the egocentric radial distances to objects
and the visual scene, and a second order system that does not involve any distances
or other geometry. The later equation leads, via the calculus of variations, to a novel
technique for recovering egomotion from image sequences, a so-called visual yaw
detector, which is tested on real data. For expository purposes the derivation is
carried out in two dimensions, but the approach extends immediately to three.
| Item Type: | Monograph (Technical Report) |
|---|---|
| Keywords: | egomotion; image evolution; |
| Academic Unit: | Faculty of Science and Engineering > Computer Science |
| Item ID: | 10253 |
| Depositing User: | Barak Pearlmutter |
| Date Deposited: | 28 Nov 2018 16:43 |
| Publisher: | Report Number SCR-95-TR-536 |
| Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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